Input path: /home/debian/html/nutritwin/output_llm/68f0803b41364/input.json Output path: /home/debian/html/nutritwin/output_llm/68f0803b41364/output.json Input text: DB path: __deriveddata__/DerivedObjects/Data/KcalMeDB_fr.sl3 Picto path: __deriveddata__/DerivedObjects/Data/PictoMatcherNetNG_fr.json Sport grounding path: __deriveddata__/DerivedObjects/Data/DerivedSportMET.json ================================================================================================================================== Prompt from user: ================================================================================================================================== Image to be analyzed: /home/debian/html/nutritwin/output_llm/68f0803b41364/capture.jpg ############################################################################################## # For image extraction, pixtral-large-2411 is used # ############################################################################################## ==================================== Prompt ============================================= In the image, identify all the foods and beverages, convert them into an array of JSON with consumed foods. Ignore what it is not connected to nutrition, beverage or food. When a food or a beverage has several instances unify them on a single food or beverage and add the quantities of each. The attribute name must remain in English but the result, so the attribute value, must be in french, and only in french. Provide a solution without explanation. Use only the food & beverage ontology described in this Turtle/RDF model: """ @prefix food: . @prefix rdfs: . @prefix xsd: . @prefix owl: . @prefix prov: . food: a owl:Ontology ; rdfs:comment "Definition of the food archetype"@en . food:name a owl:DatatypeProperty; rdfs:label "name"@en; rdfs:comment """Food or beverage identifier, the name should not contain information related to quantity or container (like glass...). Ignore food or beverage when it is not consumed in the past, now or in the future. The cooking mode is not in the name. The name is only in french."""@en; rdfs:range xsd:string. food:quantity a owl:DatatypeProperty ; rdfs:label "quantity"@en; rdfs:comment "The quantity of food or drink that is or was consumed. Quantity is only in french. Here are examples: 'un quignon', 'un cornet', 'un verre', 'une tranche', 'une boule', 'un', 'deux', 'trois',... Keep the same language."@en; rdfs:range xsd:string. food:cookingMethod a owl:DatatypeProperty ; rdfs:label "cooking method"@en; rdfs:comment "The cooking method of food. The cooking method is in french."@en; rdfs:range xsd:string. food:type a owl:DatatypeProperty ; rdfs:label "type of food"@en; rdfs:comment "Identify the type of food."@en; rdfs:range xsd:string. food:food a food:type ; rdfs:label "food" . food:beverage a food:type ; rdfs:label "beverage" . food:timeOfTheDay a owl:DatatypeProperty ; rdfs:label "time of the day"@en; rdfs:comment "Time of the day when food or drink was consumed."@en; rdfs:range xsd:string. food:breakfast a food:timeOfTheDay ; rdfs:label "breakfast" . food:lunch a food:timeOfTheDay ; rdfs:label "lunch" . food:snacking a food:timeOfTheDay ; rdfs:label "snacking" . food:dinner a food:timeOfTheDay ; rdfs:label "dinner" . food:brand a owl:DatatypeProperty ; rdfs:label "Brand"@en; rdfs:comment """Food or beverage brand. The restaurants are not brand. When the name is very known (ex: Activia, Coca) and the brand is not mentioned, guess the brand."""@en; rdfs:range xsd:string. food:company a owl:DatatypeProperty ; rdfs:label "Company"@en; rdfs:comment "Product company."@en; rdfs:range xsd:string. food:enumEvent a rdfs:Class . food:event a owl:DatatypeProperty ; rdfs:label "event"@en; rdfs:comment "Event of eating or drinking. Each must have an event"@en; rdfs:range food:enumEvent. food:intent a food:enumEvent ; rdfs:label "intent" . rdfs:comment "When the event should happen"@en. food:declaration a food:enumEvent ; rdfs:label "declaration" . rdfs:comment "When the event has already occured"@en. food:unknownEvent a food:enumEvent ; rdfs:label "unknown" ; rdfs:comment "When the event is unknown in the day"@en. food:event a owl:DatatypeProperty ; rdfs:label "event"@en; rdfs:comment "Event of eating or drinking. Each must have an event"@en; rdfs:range food:enumEvent. food:intent a food:enumEvent ; rdfs:label "intent" . rdfs:comment "When the event should happen"@en. food:declaration a food:enumEvent ; rdfs:label "declaration" . rdfs:comment "When the event has already occured"@en. food:unknownEvent a food:enumEvent ; rdfs:label "unknown" ; rdfs:comment "When the event is unknown in the day"@en. """ Here is an example of result: [ { "name": "blanquette de veau", "quantity": "un plat", "cookingMethod": "mijot\u00e9", "timeOfTheDay": "lunch", "company": "Leclerc", "type": "food", "event": "declaration" }, { "name": "eau", "brand": "Evian", "company": "Danone", "timeOfTheDay": "breakfast", "quantity": "un verre", "type": "beverage", "event": "intent" } ] ========================================================================================= ------------------------------ LLM Raw response ----------------------------- [ { "name": "céréales", "quantity": "un bol", "type": "food", "event": "declaration", "brand": "Bjorg", "timeOfTheDay": "breakfast" }, { "name": "jus de fruit", "quantity": "un verre", "type": "beverage", "event": "declaration", "timeOfTheDay": "breakfast" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "céréales", "quantity": "un bol", "type": "food", "event": "declaration", "brand": "Bjorg", "timeOfTheDay": "breakfast" }, { "name": "jus de fruit", "quantity": "un verre", "type": "beverage", "event": "declaration", "timeOfTheDay": "breakfast" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "c\u00e9r\u00e9ales", "quantity": "un bol", "type": "food", "event": "declaration", "brand": "Bjorg", "timeOfTheDay": "breakfast" }, { "name": "jus de fruit", "quantity": "un verre", "type": "beverage", "event": "declaration", "timeOfTheDay": "breakfast" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'céréales', 'quantity': 'un bol', 'type': 'food', 'event': 'declaration', 'brand': 'Bjorg', 'timeOfTheDay': 'breakfast'}, {'name': 'jus de fruit', 'quantity': 'un verre', 'type': 'beverage', 'event': 'declaration', 'timeOfTheDay': 'breakfast'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'céréales', 'quantity': 'un bol', 'type': 'food', 'event': 'declaration', 'brand': 'Bjorg', 'timeOfTheDay': 'breakfast'} First try: SELECT V_Name,V_Comment,V_NormName,V_NormComment,V_PackType,V_GTIN,V_GTINRef,V_ID,V_GlobalCount,V_NormTrademark,V_Trademark,V_NormAggr FROM KCALME_TABLE WHERE V_NormName LIKE '% cereale %' AND V_NormTrademark LIKE '%bjorg%' ------------- Found solution (max 20) -------------- Céréales et Chicorée BIO - cereale chicoree bio - - Bjorg - 0 - 3229820787893 - 3229820787893 - OFF#90ba5017d203ddf80c152e56054dbbb9 Céréales Ourson Choco BIO - cereale ourson choco bio - - Bjorg - 0 - 3229820764467 - 3229820764467 - OFF#d7c96460c17dd558ca7ccc3b28fd7e98 Céréales et Légumes Secs Blé Riz et Lentilles - cereale legume sec ble riz lentille - - Bjorg - 0 - 3229820790749 - 3229820790749 - OFF#9ddb5b2fef59f099874997ee67c7282a Céréales Légumes Secs Orge Épeautre Pois Cassés - cereale legume sec orge epeautre poi casse - - Bjorg - 0 - 3229820790756 - 3229820790756 - OFF#5482253c0e990e7ef7e81cebeb4f40d0 Muesli Céréales Ancienne - muesli cereale ancienne - - Bjorg - 0 - 3229820802367 - 3229820802367 - OFF#f50d3339659046fe60beeff6122a4b0a Muesli Céréales Anciennes Chocolat et Éclats de Fève Dd Cacao - muesli cereale ancienne chocolat eclat de feve dd cacao - - Bjorg - 0 - 3229820802374 - 3229820802374 - OFF#fc5777b8a505139aea16553a0ff029e1 Galettes 4 Céréales - galette cereale - - Bjorg - 0 - 3229820794631 - 3229820794631 - OFF#597ebf4b0b7f920e6c22835e87143fab Galettes 4 Céréales - galette cereale - - Bjorg - 0 - 3229844794631 - 3229820794631 - OFF#25340b779e6da9787d07482115f1136f Galettes 4 Céréales - galette cereale - - Bjorg - 0 - 3229820795058 - 3229820794631 - OFF#a81a8dd627699727191edc8d2ab6a895 Galettes 4 Céréales BIO - galette cereale bio - - Bjorg - 0 - 3229820019086 - 3229820019086 - OFF#e489cab1924483fbbbe687842b8c4f4e Galettes 4 Céréales Extra Fines - galette cereale extra fine - - Bjorg - 0 - 3229820121796 - 3229820121796 - OFF#8564a28dd51bc6e0d49778c14c6030d2 Porridge 3 Céréales - porridge cereale - - Bjorg - 0 - 3229820792958 - 3229820792958 - OFF#d225d2f00f42e8d349023827b56eb865 BIO Nutri Céréales Raisin - bio nutri cereale raisin - - Bjorg - 0 - 3229820780931 - 3229820780931 - OFF#8334e92ebc9d563de6e44602052748b0 Equilidej Céréales Miel Noisettes - equilidej cereale miel noisette - - Bjorg - 0 - 3229820156118 - 3229820156118 - OFF#ae33fbcdd6e7d64b648bd089fef3464d Equilidèj 5 Céréales et Chocolat BIO Bjorg - equilidej cereale chocolat bio bjorg - - Bjorg - 0 - 3229820787923 - 3229820787923 - OFF#0e2800afaaa205480d58726774cfc2ba Pain Complet 3 Céréales - pain complet cereale - - Bjorg - 0 - 3229820019109 - 3229820019109 - OFF#58f206ee46f3ce0b72a8fdb8932fb187 Pain Complet 3 Céréales - pain complet cereale - - Bjorg - 0 - 3260752910713 - 3229820019109 - OFF#032862bfd5d2e3f69f92b7be84ea3a22 Pain Complet 3 Céréales - pain complet cereale - - Bjorg - 0 - 3229820019192 - 3229820019109 - OFF#ef2d18043f4f7ffacf4c5964d2a59a08 Pain Complet 3 Céréales - pain complet cereale - - Bjorg - 0 - 3229820019772 - 3229820019109 - OFF#1427858e2906bfb254cc22a02e9b3ed1 Flocons d'Avoine Céréale Complète - flocon avoine cereale complete - - Bjorg - 0 - 3229820019307 - 3229820019307 - OFF#6a6711ec62c5018a2f29bde74295fccc ---------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'jus de fruit', 'quantity': 'un verre', 'type': 'beverage', 'event': 'declaration', 'timeOfTheDay': 'breakfast'} First try: SELECT V_Name,V_Comment,V_NormName,V_NormComment,V_PackType,V_GTIN,V_GTINRef,V_ID,V_GlobalCount,V_NormTrademark,V_Trademark,V_NormAggr FROM KCALME_TABLE WHERE V_NormName LIKE '% ju de fruit %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Jus de Fruits - ju de fruit - - - 51 - - - CIQ#a740777e72c384dcba7dd70e15139791 Jus de Fruits - ju de fruit - aliment moyen - - 768 - - - KCA#fdb98f58ffd5e3edc1e3418dd7ad6c33 Jus de Fruits - ju de fruit - pur jus, aliment moyen - - 0 - - - CIQ#b9aeecd9734482f64da07c6d2edeb5af Jus de Fruits - ju de fruit - à base de concentré, aliment moyen - - 0 - - - CIQ#37524b76732ea5256ecd70c99282f17d Jus de Fruit 100% - ju de fruit 100% - - - 947 - - - KCA#75db1fe1358310f8cdf87435e51ed96b Jus de Fruits Rouges - ju de fruit rouge - - - 135 - - - KCA#732fc7fd28e11043b1a39cd2ff0251e7 Jus de Fruits Multivitamines - ju de fruit multivitamine - - - 2158 - - - KCA#84a0cc581007f39376a1a40e8732d354 Boisson au Jus de Fruit et au Lait - boisson ju de fruit lait - - - 17 - - - CIQ#0c899793186ac4e3aa082401fedc8353 Boisson au Soja et Jus de Fruits Concentrés - boisson soja ju de fruit concentre - - - 0 - - - CIQ#f2f9cdd83b64c15cce8714afaa919ea0 ---------------------------------------------------- ERROR: no solution for picto in the first solution --------------------------------- final result ----------------------------------- {'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/68f0803b41364/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Céréales et Chicorée BIO', 'normName': ' cereale chicoree bio ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'OFF#90ba5017d203ddf80c152e56054dbbb9', 'quantity': 'un bol', 'quantityLem': '1 bol', 'pack': ['VX1.w1.2', 'BI4.w1.2', 'VA2.w1.2', 'VA3.w1.2', 'GOB.w1.2'], 'type': 'food', 'gtin': '3229820787893', 'gtinRef': '3229820787893', 'brand': 'Bjorg', 'time': 'breakfast', 'event': 'declaration', 'serving': 'VX1.w1.2-1bol', 'posiNormName': 0}, {'name': 'Jus de Fruits', 'normName': ' ju de fruit ', 'comment': 'aliment moyen', 'normComment': ' aliment moyen ', 'rank': 768, 'id': 'KCA#fdb98f58ffd5e3edc1e3418dd7ad6c33', 'quantity': 'un verre', 'quantityLem': '1 verre', 'pack': ['VA4', 'VA3', 'VA2', 'VX1', 'GOB', 'LDK'], 'type': 'beverage', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'breakfast', 'event': 'declaration', 'serving': 'VA4-100', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 2.9913952350616455} ---------------------------------------------------------------------------------- LLM CPU Time: 2.9913952350616455